Best Computer Vision Software for Cloud
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Compare the Top Computer Vision Software for Cloud as of June 2025
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What is Computer Vision Software for Cloud?
Computer vision software allows machines to interpret and analyze visual data from images or videos, enabling applications like object detection, image recognition, and video analysis. It utilizes advanced algorithms and deep learning techniques to understand and classify visual information, often mimicking human vision processes. These tools are essential in fields like autonomous vehicles, facial recognition, medical imaging, and augmented reality, where accurate interpretation of visual input is crucial. Computer vision software often includes features for image preprocessing, feature extraction, and model training to improve the accuracy of visual analysis. Overall, it enables machines to "see" and make informed decisions based on visual data, revolutionizing industries with automation and intelligence. Compare and read user reviews of the best Computer Vision software for Cloud currently available using the table below. This list is updated regularly.
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1
Kognition
Kognition
Kognition delivers AI-powered security technology that ensures an always-on, always-aware force multiplier at a fraction of the cost of traditional security programs. Working within existing systems, we enable organizations to proactively monitor for threats (such as weapon presentation and crowd forming) and alert your security team to the presence of both restricted individuals and VIPs. Kognition reduces IT costs and the need for additional security staff while improving incident response times and driving comprehensive security reporting and visibility for K-12+, commercial real estate, regulated industries, and more. -
2
Azure Computer Vision
Microsoft
Boost content discoverability, automate text extraction, analyze video in real time, and create products that more people can use by embedding vision capabilities in your apps. Use visual data processing to label content with objects and concepts, extract text, generate image descriptions, moderate content, and understand people’s movement in physical spaces. No machine learning expertise is required. -
3
Luxand
Luxand
Luxand FaceSDK is a cutting-edge, cross-platform software development kit designed to deliver high-performance face recognition, identification, and facial feature detection. Perfect for software developers worldwide, Luxand FaceSDK integrates seamlessly with web, desktop, and mobile applications, enabling face-based user authentication, as well as automatic face detection and recognition, elevating the user experience to new heights. -
4
SuperAnnotate
SuperAnnotate
SuperAnnotate is the world's leading platform for building the highest quality training datasets for computer vision and NLP. With advanced tooling and QA, ML and automation features, data curation, robust SDK, offline access, and integrated annotation services, we enable machine learning teams to build incredibly accurate datasets and successful ML pipelines 3-5x faster. By bringing our annotation tool and professional annotators together we've built a unified annotation environment, optimized to provide integrated software and services experience that leads to higher quality data and more efficient data pipelines. -
5
viAct.ai
viAct.ai
viAct’s Smart Site Safety System (SSSS or 4S) is a simple & easy-to-use safety monitoring system using AI. viAct’s SSSS leverages the power of video analytics for workplace safety to improve safety performance in various jobsites. This safety monitoring system using AI collects real-time data from jobsites, transfers & stores it in viAct’s centralized management platform-viHUB. This enables stakeholders to have better grasp of real-time happenings in jobsite. Further, in case of an event of safety non-compliance, instant & real-time alerts are triggered by the dangerous situation alert system – enabling concerned stakeholders to take insightful action before it is too late. viAct’s smart site safety system can benefit the following industries: • Construction • Oil & Gas • Mining • Manufacturing • Transportation viAct’s Smart Site Safety System has been successfully serving various workplaces across various regions like Hong Kong, Singapore, Saudi Arabia, & Dubai.Starting Price: $100 per month -
6
Samsara
Samsara
Prevent HOS Violations, Drivers Log Hours in Mobile App. Real-time visibility into drivers nearing or in violation gives you peace of mind that you're complying with the ELD mandate. Access a single system for Hours of Service logging, GPS tracking, dispatch, and maintenance with a complete platform that's FMCSA certified. A built-in WiFi hotspot keeps devices connected, even when there's no cell reception. Prevent compliance errors and speed up repairs with paperless DVIRs and a real-time maintenance dashboard. Simplify compliance and operations with a platform that combines GPS tracking, Hours of Service, paperless DVIRs, temperature monitoring, and more. Plug and play installation with zero-configuration allows you to get set up in 15 minutes. Samsara's hardware works with any vehicle, including cars, light and heavy trucks, buses, and more. -
7
Physna
Physna
Our industry-leading geometric deep learning technology bridges the gap between physical objects and digital code. We are changing the future of engineering, industrial design and procurement, and putting the power in the hands of innovators and creators, one 3D model at a time. Using proprietary algorithms and advanced geometric deep learning technology, Physna codifies 3D models into detailed data that is understandable by software applications. By enabling 3D models to be treated and analyzed like other code, Physna’s technology bridges the gap between the physical world and digital world of software. Physna analyzes CAD models and other 3D models and creates a codified representation of the model, or the “Physna DNA” of that model. This digitized model allows Physna to show the detailed differences and similarities between models, even incomplete models or models with different file formats. See all components in complex assemblies, even parts contained in other parts. -
8
Clarifai
Clarifai
Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for developing better, faster and stronger AI. We help our customers create innovative solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. The platform comes with the broadest repository of pre-trained, out-of-the-box AI models built with millions of inputs and context. Our models give you a head start; extending your own custom AI models. Clarifai Community builds upon this and offers 1000s of pre-trained models and workflows from Clarifai and other leading AI builders. Users can build and share models with other community members. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been recognized by leading analysts, IDC, Forrester and Gartner, as a leading computer vision AI platform. Visit clarifai.comStarting Price: $0 -
9
Alegion
Alegion
Alegion is the data labeling solution for enterprise-grade Machine Learning. We lead the industry in streaming, high-resolution, high-density video annotation, delivering accurately-annotated, model-ready data to train and validate ML models. Alegion provides both the platform and workforce to operate with quality at scale, processing structured and unstructured data including video, image, audio, and text. Our ML powered platform speeds up task completion by as much as 70%, including classless object tracking and single click smart polygon generation. Segmentation options include Keypoint, Bounding Box, Polyline, & Polygon segmentation, for image and video. Semantic Segmentation tools deliver seamless entity boundaries with pixel perfect accuracy. NLP and NER capabilities support text and audio classification and sentiment analysis. The platform is highly configurable to support hybrid use cases. Available via SaaS (Alegion Control), Managed Platform, and Managed Labeling Services.Starting Price: $5000 -
10
Deep Block
Omnis Labs
Deep Block is the world's fastest AI-powered remote sensing imagery analysis solution. Train your own AI models to detect instantly any objects in large satellite, aerial, and drone images. Deep Block's no-code data labeling interface lets you achieve your MLOps projects in days, with no prior expertise. Instead of hiring your own in-house AI engineering team, anybody can start training their own AI. If you have a mouse and a keyboard, you can use our web-based platform, check our project library for inspiration, and choose between 9 out-of-the-box AI training modules (image segmentation, object detection, facial detection, facial comparison…) to get you started. The power of Deep Block is not limited to training your own AI. Once, your AI model is ready, Deep Block's high-performance AI models can deliver very accurate results when detecting objects (0.9 mAP) and with minimum false positives (0.9 recall).Starting Price: $10 per month -
11
V7 Darwin
V7
V7 Darwin is a powerful AI-driven platform for labeling and training data that streamlines the process of annotating images, videos, and other data types. By using AI-assisted tools, V7 Darwin enables faster, more accurate labeling for a variety of use cases such as machine learning model training, object detection, and medical imaging. The platform supports multiple types of annotations, including keypoints, bounding boxes, and segmentation masks. It integrates with various workflows through APIs, SDKs, and custom integrations, making it an ideal solution for businesses seeking high-quality data for their AI projects.Starting Price: $150 -
12
SKY ENGINE
SKY ENGINE AI
SKY ENGINE AI is a simulation and deep learning platform that generates fully annotated, synthetic data and trains AI computer vision algorithms at scale. The platform is architected to procedurally generate highly balanced imagery data of photorealistic environments and objects and provides advanced domain adaptation algorithms. SKY ENGINE AI platform is a tool for developers: Data Scientists, ML/Software Engineers creating computer vision projects in any industry. SKY ENGINE AI is a Deep Learning environment for AI training in Virtual Reality with Sensors Physics Simulation & Fusion for any Computer Vision applications. SKY ENGINE AI Synthetic Data Generation makes Data Scientist life easier providing perfectly balanced datasets for any Computer Vision applications like object detection & recognition, 3D positioning, pose estimation and other sophisticated cases including analysis of multi-sensor data i.e., Radars, Lidars, Satellite, X-rays, and more. -
13
Alteia
Alteia
Alteia is a leading AI software platform that enables digital transformation through visual data analysis. It is supporting any industry-critical business needs, such as predictive maintenance, safety analysis, productivity management, and yield estimation, thanks to prebuilt, configurable, and high-value AI applications. Alteia combines computer vision and AI technologies that allow it to securely provide various industries with a unified database for all their visual data, and build high-value applications on top of it.Starting Price: $1500 -
14
Vertex AI Vision
Google
Easily build, deploy, and manage computer vision applications with a fully managed, end-to-end application development environment that reduces the time to build computer vision applications from days to minutes at one-tenth the cost of current offerings. Quickly and conveniently ingest real-time video and image streams at a global scale. Easily build computer vision applications using a drag-and-drop interface. Store and search petabytes of data with built-in AI capabilities. Vertex AI Vision includes all the tools needed to manage the life cycle of computer vision applications, across ingestion, analysis, storage, and deployment. Easily connect application output to a data destination, like BigQuery for analytics, or live streaming to drive real-time business actions. Ingest thousands of video streams from across the globe. With a monthly pricing model, enjoy up to one-tenth lower costs than previous offerings.Starting Price: $0.0085 per GB -
15
Azure AI Custom Vision
Microsoft
Create a custom computer vision model in minutes. Customize and embed state-of-the-art computer vision image analysis for specific domains with AI Custom Vision, part of Azure AI Services. Build frictionless customer experiences, optimize manufacturing processes, accelerate digital marketing campaigns, and more. No machine learning expertise is required. Set your model to perceive a particular object for your use case. Easily build your image identifier model using the simple interface. Start training your computer vision model by simply uploading and labeling a few images. The model tests itself on these and continually improves precision through a feedback loop as you add images. To speed development, use customizable, built-in models for retail, manufacturing, and food. See how Minsur, one of the world's largest tin mines, uses AI Custom Vision for sustainable mining. Rely on enterprise-grade security and privacy for your data and any trained models.Starting Price: $2 per 1,000 transactions -
16
Prophesee Metavision
Prophesee
Metavision is an advanced event-based vision software toolkit developed by Prophesee, designed to facilitate the evaluation, design, and commercialization of event-based vision products. The SDK offers a comprehensive suite of tools, including 64 algorithms, 105 code samples, and 17 tutorials, enabling developers to efficiently build and deploy event-based applications. The open source architecture of Metavision SDK ensures full interoperability between software and hardware devices, fostering a rapidly growing event-based vision community. The platform covers a wide range of computer vision fields, such as machine learning, computer vision, camera calibration, and high-performance applications. Developers have access to extensive documentation, including over 300 pages of content, programming guides, and reference data, providing a solid foundation for product development. Metavision SDK5 PRO includes advanced add-ons like high-speed counting, spatter monitoring, and more.Starting Price: Free -
17
Rapid Monitor
Rapid Global
Rapid Global’s AI Safety Software is a computer vision platform designed to enhance workplace safety by detecting unsafe acts and hazardous conditions in real time. Compatible with most IP cameras, it seamlessly integrates with existing surveillance systems, ensuring easy deployment and secure, on-site data processing. Users can customize monitoring parameters by selecting specific objects, areas, and timeframes, and set tailored alarm notifications to identify unsafe behaviors as they occur. It detects missing personal protective equipment, tracks forklift-pedestrian near misses, and monitors unauthorized activity within designated zones, such as individuals standing on conveyor belts or moving outside assigned walkways. These capabilities enable organizations to proactively prevent incidents and improve safety outcomes.Starting Price: Free -
18
EarthCam
EarthCam
EarthCam offers a comprehensive suite of construction camera solutions designed to monitor, document, and promote projects through high-quality visual content. It provides advanced AI video analytics, enabling real-time insights into jobsite readiness, activity, and stress metrics, akin to a smartwatch biometrics report for your project. EarthCam's innovative webcams facilitate live streaming, 4K time-lapse, and 360° VR tours, enhancing visual collaboration and security with 24/7 recordings. EarthCam identifies over 30 job site materials, integrating seamlessly with Procore for schedule overlays and safety advisories. EarthCam's time-lapse services include image stabilization, enhancement, and customized music, delivering polished videos in multiple formats for marketing and archival purposes.Starting Price: Free -
19
Scandit
Scandit
Scandit is the leader in smart data capture giving superpowers to workers, customers and businesses by providing actionable insights and automating end-to-end processes. Our Smart Data Capture platform enables smart devices, such as smartphones, drones, digital eyewear and robots to interact with physical items by capturing data from barcodes, text, IDs and objects with unmatched speed, accuracy and intelligence. Scandit accurately scans up to 3x faster than dedicated scanners in challenging light or at angles, on damaged labels, across multiple codes on any smart device. We enable innovation that delivers significant cost savings, increases employee retention and customer loyalty. Scandit partners with customers at every step with trials, solution design, integration and customer success support included. Visit scandit.com to learn why many market leaders trust us. -
20
Partium
Partium
Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use. -
21
Interplay
Iterate.ai
Interplay Platform is a patented low-code platform with 475 pre-built connectors (enterprise, AI, IoT, Startup Technologies). It's used as middleware and as a rapid app building platform by big companies like Circle K, Ulta Beauty, and many others. As middleware, it operates Pay-by-Plate (frictionless payments at the gas pump) in Europe, Weapons Detection (to predict robberies), AI-based Chat, online personalization tools, low price guarantee tools, computer vision applications such as damage estimation, and much more. It also helps companies to go to market with their digital solutions 10X to 17X faster than in old ways. -
22
FindFace
NtechLab
NtechLab platform processes video and recognizes human faces, bodies and actions, as well as cars and plate numbers. AI-powered technology enables record breaking accuracy and high speed of recognition. The multi-object and analytical capabilities of FindFace Multi unlock new scenarios for responding challenges of public sector and business. FindFace Multi quickly and accurately recognizes faces, human bodies, cars, and license plate numbers in a live video stream or in a video archive. Searching for faces, bodies, and vehicles in a database or in an archive is available both by a photo sample and by specific features, for example, by age, clothes color, or vehicle model. NtechLab developers are constantly improving recognition algorithms, increasing their performance and accuracy. With FindFace Multi it takes less than a second to detect a face in a video stream, recognize it, and search for a match in a database with billions of images. -
23
VisionSense
Winjit
Real-time computer vision and advanced image processing solution that leverages advanced models of convolutional neural networks. The top application of the product has been in building management, identity verification and fraud detection, manufacturing and quality control. Winjit is one of India’s leading technology providers with over a decade of experience in innovating engineering solutions across industries. -
24
Plainsight
Plainsight
Remove the complexity from your machine learning projects with our vision AI platform built from the ground up for fast, effective video analytics application development. With easy, no-code point-and-click features all in one platform, Plainsight slashes your time-to-production and accelerates the success of vision AI-powered solutions across industries. Connect, administer, & control cameras, sensors & edge devices in one interface. Collect accurate training datasets to provide a high-quality training foundation for models. Accelerate labeling with smart polygon selection, predictive labeling, & automated object recognition. Easily train models with a breakthrough process designed to reduce time to vision AI solutions. Quickly deploy & scale applications at the edge, in the cloud, or on-premises to meet business needs. -
25
CVEDIA
CVEDIA
CVEDIA-RT is our AI software stack that comes pre-installed with dozens of video analytics and computer vision solutions. It's easy to configure and customize to your use case, even if you're not a data scientist or developer. For a single low price, you have access to all of our AI solutions now and in the future. This means you can discover new use cases and expand your AI capabilities risk-free! If you couldn't find what you are looking for, or you want to run on another device, no problem. We are happy to develop custom solutions based on your requirements. Reach out to us for a free call! What sets us apart from everyone else is our use of synthetic data. Our analytics are more accurate, faster, and affordable than traditional solutions. Your team is busy and deadlines are near, we get it. If you like, we can take care of everything, from development to integration of the analytics. All you have to do is build a product around it!Starting Price: Free -
26
FlyPix AI
FlyPix AI
FlyPix AI is an object detection platform designed for analyzing satellite and drone imagery . It allows users to effortlessly detect, segment and localize objects and areas within geospatial data. Users can use FlyPix AI advanced functionalities to track changes and detect anomalies. Plus, it's user-friendly and intuitive interface empowers users without coding expertise to create customized use cases and extract valuable information from earth observation data.Starting Price: €890 -
27
Oxipital AI
Oxipital AI
Our solutions are designed to have an immediate impact and require no code, no DIY, and no machine learning expertise to deploy into production. User-friendly, web-based setup tools, and dashboards take the mystery out of AI, leaving your business with insights that you can act on right now. Our fully integrated solutions enable manufacturers to tap into their most potent source of business intelligence, their own data. By addressing the most pervasive challenges of high-variability manufacturing environments, our visual AI platform provides the clarity to help businesses sharpen their operational vision. Our advanced AI vision supercharges operations in complex and high-variability manufacturing environments including food processing, agriculture, and consumer packaged goods, industries with challenges that evade existing machine vision technologies. -
28
VisionAgent
LandingAI
VisionAgent is a generative Visual AI application builder developed by Landing AI, designed to accelerate the creation and deployment of vision-enabled applications. By inputting a simple prompt, users can describe their vision task, and VisionAgent intelligently selects the most suitable models from a curated collection of effective open-source models to address the task. It then generates, tests, and deploys the necessary code, enabling the rapid development of applications involving object detection, segmentation, object tracking, and activity recognition. This streamlined process allows developers to build vision-enabled applications in minutes, significantly reducing development time and effort. Enhance efficiency with instant code generation for custom post-processing steps. VisionAgent selects the best model for your use case from a curated collection of the most effective open-source models. -
29
SolVision
Solomon
SolVision is an advanced AI vision system developed by Solomon 3D, designed to enhance industrial automation through rapid and accurate visual inspections. Leveraging Solomon’s proprietary rapid AI model training technology, SolVision enables users to train AI models in minutes, significantly reducing setup time compared to traditional systems. It excels in various applications, including defect detection, item classification, optical character recognition, and presence/absence checks, making it suitable for industries such as manufacturing, food & beverage, textiles, and electronics. A standout feature is its ability to learn from as few as 1–5 image samples, streamlining the training process and minimizing the need for extensive data annotation. SolVision's intuitive user interface allows for simultaneous labeling of multiple defect types, facilitating complex classification tasks. -
30
Dataloop AI
Dataloop AI
Manage unstructured data and pipelines to develop AI solutions at amazing speed. Enterprise-grade data platform for vision AI. Dataloop is a one-stop shop for building and deploying powerful computer vision pipelines data labeling, automating data ops, customizing production pipelines and weaving the human-in-the-loop for data validation. Our vision is to make machine learning-based systems accessible, affordable and scalable for all. Explore and analyze vast quantities of unstructured data from diverse sources. Rely on automated preprocessing and embeddings to identify similarities and find the data you need. Curate, version, clean, and route your data to wherever it’s needed to create exceptional AI applications.